Neural packet classification
Eric Liang, Hang Zhu, Xin Jin, Ion Gabriel Stoica · 2019
Packet classification is a fundamental problem in computer networking. This problem exposes a hard tradeoff between the computation and state complexity, which makes it particularly challenging. To navigate this tradeoff, existing solutions rely on complex hand-tuned heuristics, which are brittle and hard to optimize.